{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Geometric MTF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.mtf import GeometricMTF\n",
    "from optiland.samples.objectives import CookeTriplet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens = CookeTriplet()\n",
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "geo_mtf = GeometricMTF(lens)\n",
    "geo_mtf.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
